LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization
☆41Jan 16, 2023Updated 3 years ago
Alternatives and similar repositories for la-mbda
Users that are interested in la-mbda are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dreamer on JAX☆16Jan 19, 2022Updated 4 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆23Nov 29, 2025Updated 10 months ago
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆17May 9, 2022Updated 4 years ago
- Safe SLAC, an algorithm for safe cost-constrained reinforcement learning in high-dimensional POMDPs.☆13Mar 1, 2023Updated 3 years ago
- ☆10Dec 9, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A scalable Dreamer implementation in JAX☆10May 22, 2022Updated 4 years ago
- Repository of the work "Learning Adaptive Safety for Multi-agent Systems"☆17Apr 18, 2024Updated 2 years ago
- An infrastructure built using PyGame and OpenAI Gymnasium used to train robots within a social navigation context with a wide range of hu…☆17Sep 10, 2025Updated last year
- A collection of meta-learning algorithms in Jax☆24Sep 3, 2022Updated 4 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆42Aug 27, 2022Updated 4 years ago
- Bayes-Adaptive Monte-Carlo Planning algorithm☆19Mar 5, 2013Updated 13 years ago
- ☆17Mar 2, 2022Updated 4 years ago
- Learning Virtual Grasp with Failed Demonstrations via Bayesian Inverse Reinforcement Learning (IROS 2019)☆14Nov 4, 2019Updated 6 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆81May 21, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The Laser Learning Environment (LLE) is a cooperative MARL grid-world☆14Sep 28, 2026Updated last week
- ICLR 2024: SafeDreamer: Safe Reinforcement Learning with World Models☆112Apr 8, 2024Updated 2 years ago
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆12Jul 19, 2024Updated 2 years ago
- A reinforcement learning package implemented in Torch☆11Jan 24, 2016Updated 10 years ago
- This is the source code of FUSION, a safety-aware causal representation for generalizable driving agents.☆29Oct 23, 2024Updated last year
- Factored model-based Bayesian Reinforcement Learning framework☆21Nov 23, 2022Updated 3 years ago
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆13Feb 25, 2025Updated last year
- Code for the paper "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆68Aug 3, 2023Updated 3 years ago
- Implementation of Denoising Diffusion Probabilistic Models (DDPM) in JAX and Flax.☆23Oct 12, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆35Jan 4, 2023Updated 3 years ago
- ☆81Oct 19, 2023Updated 2 years ago
- The repository is for safe reinforcement learning baselines.☆813Mar 13, 2026Updated 6 months ago
- Density Constrained Reinforcement Learning☆12Mar 24, 2023Updated 3 years ago
- Benchmarking RL generalization in an interpretable way.☆186Nov 20, 2025Updated 10 months ago
- Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning☆15Apr 25, 2024Updated 2 years ago
- ☆13Feb 13, 2024Updated 2 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆65Mar 24, 2023Updated 3 years ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆587Jul 21, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- ☆35Feb 26, 2020Updated 6 years ago
- [AAAI 2024 (Oral)] Safety-MuJoCo Environments.☆12Jun 4, 2024Updated 2 years ago
- ☆11Mar 10, 2021Updated 5 years ago
- PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL☆921Apr 29, 2026Updated 5 months ago
- Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021☆14Dec 11, 2021Updated 4 years ago
- ☆11Nov 18, 2023Updated 2 years ago